6068199 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6969 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1) 4102536 bootstrap false 6902 class_weight null 6902 criterion "entropy" 6902 max_depth null 6902 max_features 0.4159067781693164 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 3 6902 min_samples_split 4 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 480 6902 verbose 0 6902 warm_start false 6902 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13059988 description https://api.openml.org/data/download/13059988/description.xml -1 13059989 predictions https://api.openml.org/data/download/13059989/predictions.arff area_under_roc_curve 0.9999674059180634 [0.999967,0.999967] average_cost 0 f_measure 0.9980277194025696 [0.998836,0.993593] kappa 0.9924287669078132 kb_relative_information_score 6298.920200838437 mean_absolute_error 0.014412145094471298 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9980279316471765 [0.998389,0.996047] predictive_accuracy 0.9980297059715064 prior_entropy 0.6203559250859288 recall 0.9980297059715065 [0.999283,0.99115] relative_absolute_error 0.05525474118075241 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.053730259695808684 root_relative_squared_error 0.14880404770126615 total_cost 0 area_under_roc_curve 0.9999645760640464 [0.999965,0.999965] area_under_roc_curve 0.999806732728934 [0.999807,0.999807] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999472907442547 [0.999947,0.999947] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.9984879021615353 [0.999105,0.995074] f_measure 0.9938896103896104 [0.996429,0.98] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9939148118747474 [0.996422,0.980198] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984878645362075 [0.999103,0.995122] f_measure 0.9984794538169725 [0.999105,0.995025] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 0.9941786621507199 kappa 0.9764302549817868 kappa 1 kappa 1 kappa 1 kappa 0.9766206163655684 kappa 0.9941786621507199 kappa 0.9942251154976902 kappa 0.994129646620761 kappa 0.9941770563650341 kb_relative_information_score 630.5382370481344 kb_relative_information_score 623.0339077297233 kb_relative_information_score 637.9605370700162 kb_relative_information_score 641.4015005161184 kb_relative_information_score 634.9265529141082 kb_relative_information_score 622.2470268516739 kb_relative_information_score 615.0546234119153 kb_relative_information_score 638.490701722798 kb_relative_information_score 629.1496932909523 kb_relative_information_score 626.1174202832696 mean_absolute_error 0.014165909090907607 mean_absolute_error 0.017280808080813198 mean_absolute_error 0.012984090909084702 mean_absolute_error 0.010544444444445127 mean_absolute_error 0.013310606060604059 mean_absolute_error 0.018197222222220165 mean_absolute_error 0.01886136363636524 mean_absolute_error 0.011182070707066118 mean_absolute_error 0.014091047040969255 mean_absolute_error 0.013502023267570332 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] precision 0.9984997029114676 [1,0.990196] precision 0.9939825299255904 [0.992883,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.9939253246753247 [0.994643,0.99] precision 0.9984875589526753 [0.998211,1] precision 0.9984995586937335 [1,0.990291] precision 0.9984852638979752 [0.998211,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9939393939393939 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 predictive_accuracy 0.9984825493171472 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 0.9984848484848485 [0.998211,1] recall 0.9939393939393939 [1,0.960784] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.9939393939393939 [0.998208,0.970588] recall 0.9984848484848485 [1,0.990196] recall 0.9984848484848485 [0.998208,1] recall 0.9984825493171472 [1,0.990099] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 0.05447060672077836 relative_absolute_error 0.06618135268964362 relative_absolute_error 0.04972595585750484 relative_absolute_error 0.04038269468827624 relative_absolute_error 0.05097643062119414 relative_absolute_error 0.06969099918410183 relative_absolute_error 0.0722345016036522 relative_absolute_error 0.042824650433248165 relative_absolute_error 0.05414931270353533 relative_absolute_error 0.051885802234592875 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.05229612208876243 root_mean_squared_error 0.0709041315821826 root_mean_squared_error 0.043988403832329485 root_mean_squared_error 0.036048929758059234 root_mean_squared_error 0.04814211565421315 root_mean_squared_error 0.0649773824286012 root_mean_squared_error 0.06521083102649906 root_mean_squared_error 0.04345691536758829 root_mean_squared_error 0.0515710366969609 root_mean_squared_error 0.05031389875931027 root_relative_squared_error 0.1452594411751143 root_relative_squared_error 0.1961544386012633 root_relative_squared_error 0.1216927767981365 root_relative_squared_error 0.09972842796434987 root_relative_squared_error 0.13318391267910626 root_relative_squared_error 0.17975824098894513 root_relative_squared_error 0.180404070472236 root_relative_squared_error 0.12022242776348933 root_relative_squared_error 0.14315676748271208 root_relative_squared_error 0.13966706056657105 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 30702.772570999514 usercpu_time_millis 30694.153841996012 usercpu_time_millis 30641.31745999839 usercpu_time_millis 30748.575703000824 usercpu_time_millis 30453.750944001513 usercpu_time_millis 30231.835837999824 usercpu_time_millis 30184.27094999788 usercpu_time_millis 30687.845471999026 usercpu_time_millis 30216.73062300033 usercpu_time_millis 30520.814548002818 usercpu_time_millis_testing 82.44667799954186 usercpu_time_millis_testing 83.04329399834387 usercpu_time_millis_testing 82.59510999778286 usercpu_time_millis_testing 82.42599000004702 usercpu_time_millis_testing 82.31152799999109 usercpu_time_millis_testing 83.13343400004669 usercpu_time_millis_testing 82.57921599943074 usercpu_time_millis_testing 82.71518900073715 usercpu_time_millis_testing 82.39510299972608 usercpu_time_millis_testing 82.88802600145573 usercpu_time_millis_training 30620.325892999972 usercpu_time_millis_training 30611.11054799767 usercpu_time_millis_training 30558.722350000608 usercpu_time_millis_training 30666.149713000777 usercpu_time_millis_training 30371.43941600152 usercpu_time_millis_training 30148.702403999778 usercpu_time_millis_training 30101.69173399845 usercpu_time_millis_training 30605.13028299829 usercpu_time_millis_training 30134.335520000604 usercpu_time_millis_training 30437.926522001362